Security Bulletin
Summary
IBM Watson Machine Learning Accelerator on Cloud Pak for Data is vulnerable to several open source vulnerabilites. This bulletin identifies the steps to take to address the vulnerabilities.
Vulnerability Details
CVEID: CVE-2022-1996
DESCRIPTION: go-restful could allow a remote attacker to bypass security restrictions, caused by improper regular expression implementation in the CORS Filter feature. By sending a specially-crafted request using the AllowedDomains parameter, an attacker could exploit this vulnerability to break CORS policy and allow any page to make requests.
CVSS Base score: 9.3
CVSS Temporal Score: See: https://exchange.xforce.ibmcloud.com/vulnerabilities/228317 for the current score.
CVSS Vector: (CVSS:3.0/AV:N/AC:L/PR:N/UI:R/S:C/C:H/I:H/A:N)
CVEID: CVE-2022-25882
DESCRIPTION: Open Neural Network Exchange (ONNX) could allow a remote attacker to traverse directories on the system, caused by improper input validation by the external_data field. An attacker could send a specially-crafted URL request containing "dot dot" sequences (/../) to view arbitrary files on the system.
CVSS Base score: 7.5
CVSS Temporal Score: See: https://exchange.xforce.ibmcloud.com/vulnerabilities/245493 for the current score.
CVSS Vector: (CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:N/A:N)
CVEID: CVE-2018-6594
DESCRIPTION: PyCrypto could allow a remote attacker to obtain sensitive information, caused by the generation of weak ElGamal key parameters in the lib/Crypto/PublicKey/ElGamal.py. By reading ciphertext data, an attacker could exploit this vulnerability to obtain sensitive information.
CVSS Base score: 5.3
CVSS Temporal Score: See: https://exchange.xforce.ibmcloud.com/vulnerabilities/138678 for the current score.
CVSS Vector: (CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:L/I:N/A:N)
CVEID: CVE-2013-1445
DESCRIPTION: PyCrypto could allow a remote attacker to obtain sensitive information, caused by a race condition in the Crypto.Random pseudo-random number generator (PRNG). An attacker could exploit this vulnerability using brute force techniques to discover cryptographic keys and other sensitive information.
CVSS Base score: 2.6
CVSS Temporal Score: See: https://exchange.xforce.ibmcloud.com/vulnerabilities/88132 for the current score.
CVSS Vector: (AV:N/AC:H/Au:N/C:P/I:N/A:N)
CVEID: CVE-2012-2417
DESCRIPTION: PyCrypto could provide weaker than expected security, caused by an error when generating keys using the ElGamal scheme. A remote attacker could exploit this vulnerability using brute force techniques to derive the private key.
CVSS Base score: 4.3
CVSS Temporal Score: See: https://exchange.xforce.ibmcloud.com/vulnerabilities/75871 for the current score.
CVSS Vector: (AV:N/AC:M/Au:N/C:N/I:P/A:N)
CVEID: CVE-2013-7459
DESCRIPTION: PyCrypto is vulnerable to a heap-based buffer overflow, caused by improper bounds checking by the ALGnew function in block_templace.c. By using a specially crafted iv parameter to cryptmsg.py, a remote attacker could overflow a buffer and execute arbitrary code on the system or cause the application to crash.
CVSS Base score: 9.8
CVSS Temporal Score: See: https://exchange.xforce.ibmcloud.com/vulnerabilities/124083 for the current score.
CVSS Vector: (CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H)
CVEID: CVE-2023-25801
DESCRIPTION: TensorFlow could allow a local attacker to execute arbitrary code on the system, caused by a double-free in nn_ops.fractional_avg_pool_v2 and nn_ops.fractional_max_pool_v2. By sending a specially-crafted request using the pooling_ratio parameter, an attacker could exploit this vulnerability to execute arbitrary code on the system.
CVSS Base score: 8
CVSS Temporal Score: See: https://exchange.xforce.ibmcloud.com/vulnerabilities/250995 for the current score.
CVSS Vector: (CVSS:3.0/AV:L/AC:L/PR:N/UI:N/S:U/C:L/I:H/A:H)
CVEID: CVE-2023-25173
DESCRIPTION: containerd could allow a local authenticated attacker to bypass security restrictions, caused by improper setup for supplementary groups inside a container. By sending a specially-crafted request using supplementary group access, an attacker could exploit this vulnerability to bypass primary group restrictions.
CVSS Base score: 5.3
CVSS Temporal Score: See: https://exchange.xforce.ibmcloud.com/vulnerabilities/247778 for the current score.
CVSS Vector: (CVSS:3.0/AV:L/AC:L/PR:L/UI:N/S:U/C:L/I:L/A:L)
CVEID: CVE-2023-25153
DESCRIPTION: containerd is vulnerable to a denial of service, caused by a memory exhaustion flaw when importing an OCI image. By using a specially-crafted image with a large file, a local attacker could exploit this vulnerability to cause a denial of service condition.
CVSS Base score: 6.2
CVSS Temporal Score: See: https://exchange.xforce.ibmcloud.com/vulnerabilities/247777 for the current score.
CVSS Vector: (CVSS:3.0/AV:L/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H)
CVEID: CVE-2021-33503
DESCRIPTION: urllib3 is vulnerable to a denial of service, caused by a regular expression denial of service (ReDoS) flaw due to catastrophic backtracking. By sending a specially-crafted URL request, a remote attacker could exploit this vulnerability to cause a denial of service condition.
CVSS Base score: 5.3
CVSS Temporal Score: See: https://exchange.xforce.ibmcloud.com/vulnerabilities/203109 for the current score.
CVSS Vector: (CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:L)
CVEID: CVE-2022-36087
DESCRIPTION: OAuthlib is vulnerable to a denial of service, caused by improper input validation. By sending a specially-crafted request using IPV6 URI, a remote authenticated attacker could exploit this vulnerability to cause a denial of service condition.
CVSS Base score: 5.7
CVSS Temporal Score: See: https://exchange.xforce.ibmcloud.com/vulnerabilities/235780 for the current score.
CVSS Vector: (CVSS:3.0/AV:N/AC:L/PR:L/UI:R/S:U/C:N/I:N/A:H)
CVEID: CVE-2023-25672
DESCRIPTION: TensorFlow is vulnerable to a denial of service, caused by a NULL pointer dereference in tf.raw_ops.LookupTableImportV2. By sending a specially-crafted request using the values parameter, a remote attacker could exploit this vulnerability to cause a denial of service.
CVSS Base score: 7.5
CVSS Temporal Score: See: https://exchange.xforce.ibmcloud.com/vulnerabilities/251002 for the current score.
CVSS Vector: (CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H)
CVEID: CVE-2023-25658
DESCRIPTION: TensorFlow is vulnerable to a denial of service, caused by an out-of-bounds read in GRUBlockCellGrad. A remote attacker could exploit this vulnerability to cause a denial of service.
CVSS Base score: 7.5
CVSS Temporal Score: See: https://exchange.xforce.ibmcloud.com/vulnerabilities/251019 for the current score.
CVSS Vector: (CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H)
CVEID: CVE-2023-25662
DESCRIPTION: TensorFlow is vulnerable to a denial of service, caused by an integer overflow in EditDistance. A remote attacker could exploit this vulnerability to cause a denial of service.
CVSS Base score: 7.5
CVSS Temporal Score: See: https://exchange.xforce.ibmcloud.com/vulnerabilities/251016 for the current score.
CVSS Vector: (CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H)
CVEID: CVE-2023-25665
DESCRIPTION: TensorFlow is vulnerable to a denial of service, caused by a NULL pointer dereference when SparseSparseMaximum is given invalid sparse tensors as inputs. A remote attacker could exploit this vulnerability to cause a denial of service.
CVSS Base score: 7.5
CVSS Temporal Score: See: https://exchange.xforce.ibmcloud.com/vulnerabilities/251013 for the current score.
CVSS Vector: (CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H)
CVEID: CVE-2023-25675
DESCRIPTION: TensorFlow is vulnerable to a denial of service, caused by a segmentation fault in tf.raw_ops.Bincount when running XLA. By sending a specially-crafted request using the weights parameter, a remote attacker could exploit this vulnerability to cause a denial of service.
CVSS Base score: 7.5
CVSS Temporal Score: See: https://exchange.xforce.ibmcloud.com/vulnerabilities/250998 for the current score.
CVSS Vector: (CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H)
CVEID: CVE-2023-25669
DESCRIPTION: TensorFlow is vulnerable to a denial of service, caused by a floating point exception in tf.raw_ops.AvgPoolGrad when the stride and window size are not positive. A remote attacker could exploit this vulnerability to cause a denial of service.
CVSS Base score: 7.5
CVSS Temporal Score: See: https://exchange.xforce.ibmcloud.com/vulnerabilities/251007 for the current score.
CVSS Vector: (CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H)
CVEID: CVE-2023-25674
DESCRIPTION: TensorFlow is vulnerable to a denial of service, caused by a NULL pointer dereference in RandomShuffle when XLA is enabled. A remote attacker could exploit this vulnerability to cause a denial of service.
CVSS Base score: 7.5
CVSS Temporal Score: See: https://exchange.xforce.ibmcloud.com/vulnerabilities/251000 for the current score.
CVSS Vector: (CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H)
CVEID: CVE-2023-25670
DESCRIPTION: TensorFlow is vulnerable to a denial of service, caused by a NULL pointer dereference in QuantizedMatMulWithBiasAndDequantize when MKL is enabled. A remote attacker could exploit this vulnerability to cause a denial of service.
CVSS Base score: 7.5
CVSS Temporal Score: See: https://exchange.xforce.ibmcloud.com/vulnerabilities/251005 for the current score.
CVSS Vector: (CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H)
CVEID: CVE-2023-25676
DESCRIPTION: TensorFlow is vulnerable to a denial of service, caused by a NULL pointer dereference in tf.raw_ops.ParallelConcat when running XLA. By sending a specially-crafted request using the shape parameter, a remote attacker could exploit this vulnerability to cause a denial of service.
CVSS Base score: 7.5
CVSS Temporal Score: See: https://exchange.xforce.ibmcloud.com/vulnerabilities/250996 for the current score.
CVSS Vector: (CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H)
CVEID: CVE-2023-25667
DESCRIPTION: TensorFlow is vulnerable to a denial of service, caused by an integer overflow when 2^31 <= num_frames * height * width * channels < 2^32. A remote attacker could exploit this vulnerability to cause a denial of service.
CVSS Base score: 6.5
CVSS Temporal Score: See: https://exchange.xforce.ibmcloud.com/vulnerabilities/251011 for the current score.
CVSS Vector: (CVSS:3.0/AV:N/AC:L/PR:N/UI:R/S:U/C:N/I:N/A:H)
CVEID: CVE-2023-25663
DESCRIPTION: TensorFlow is vulnerable to a denial of service, caused by a NULL pointer dereference in the Lookup function when ctx->step_containter() is a NULL pointer. A remote attacker could exploit this vulnerability to cause a denial of service.
CVSS Base score: 7.5
CVSS Temporal Score: See: https://exchange.xforce.ibmcloud.com/vulnerabilities/251015 for the current score.
CVSS Vector: (CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H)
CVEID: CVE-2023-25668
DESCRIPTION: TensorFlow could allow a remote attacker to execute arbitrary code on the system, caused by a heap-based buffer overflow. By sending a specially-crafted request, an attacker could exploit this vulnerability to execute arbitrary code on the system or cause a denial of service.
CVSS Base score: 9.8
CVSS Temporal Score: See: https://exchange.xforce.ibmcloud.com/vulnerabilities/251008 for the current score.
CVSS Vector: (CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H)
CVEID: CVE-2023-25660
DESCRIPTION: TensorFlow is vulnerable to a denial of service, caused by a segmentation fault when the summarize parameter in tf.raw_ops.Print is zero. A remote attacker could exploit this vulnerability to cause a denial of service.
CVSS Base score: 7.5
CVSS Temporal Score: See: https://exchange.xforce.ibmcloud.com/vulnerabilities/251017 for the current score.
CVSS Vector: (CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H)
CVEID: CVE-2023-25671
DESCRIPTION: TensorFlow is vulnerable to a denial of service, caused by an out-of-bounds read in ValueMap::Manager::GetValueOrCreatePlaceholder. A remote attacker could exploit this vulnerability to cause a denial of service.
CVSS Base score: 7.5
CVSS Temporal Score: See: https://exchange.xforce.ibmcloud.com/vulnerabilities/251004 for the current score.
CVSS Vector: (CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H)
CVEID: CVE-2023-25659
DESCRIPTION: TensorFlow is vulnerable to a denial of service, caused by an out-of-bounds read when the indices parameter in DynamicStitch does not match the data parameter. A remote attacker could exploit this vulnerability to cause a denial of service.
CVSS Base score: 7.5
CVSS Temporal Score: See: https://exchange.xforce.ibmcloud.com/vulnerabilities/251018 for the current score.
CVSS Vector: (CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H)
CVEID: CVE-2023-25673
DESCRIPTION: TensorFlow is vulnerable to a denial of service, caused by a floating point exception in TensorListSplit when XLA is enabled. A remote attacker could exploit this vulnerability to cause a denial of service.
CVSS Base score: 7.5
CVSS Temporal Score: See: https://exchange.xforce.ibmcloud.com/vulnerabilities/251001 for the current score.
CVSS Vector: (CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H)
CVEID: CVE-2023-25664
DESCRIPTION: TensorFlow is vulnerable to a denial of service, caused by a heap-based buffer overflow in TAvgPoolGrad. A remote attacker could exploit this vulnerability to cause a denial of service.
CVSS Base score: 7.5
CVSS Temporal Score: See: https://exchange.xforce.ibmcloud.com/vulnerabilities/251014 for the current score.
CVSS Vector: (CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H)
CVEID: CVE-2022-41887
DESCRIPTION: TensorFlow is vulnerable to a denial of service, caused by a buffer overflow in the tf.keras.losses.poisson function. By sending a specially-crafted request, a remote authenticated attacker could exploit this vulnerability to cause a denial of service condition.
CVSS Base score: 4.8
CVSS Temporal Score: See: https://exchange.xforce.ibmcloud.com/vulnerabilities/240384 for the current score.
CVSS Vector: (CVSS:3.0/AV:N/AC:H/PR:L/UI:R/S:U/C:N/I:N/A:H)
CVEID: CVE-2023-25661
DESCRIPTION: TensorFlow is vulnerable to a denial of service, caused by improper input validation by the Convolution3DTranspose function. By sending a specially crafted input, a remote authenticated attacker could exploit this vulnerability to cause a denial of service condition on ML cloud services.
CVSS Base score: 6.5
CVSS Temporal Score: See: https://exchange.xforce.ibmcloud.com/vulnerabilities/251123 for the current score.
CVSS Vector: (CVSS:3.0/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H)
CVEID: CVE-2022-45907
DESCRIPTION: PyTorch could allow a remote attacker to execute arbitrary code on the system, caused by a flaw in the orch.jit.annotations.parse_type_line function. By sending a specially-crafted request, an attacker could exploit this vulnerability to execute arbitrary code on the system.
CVSS Base score: 9.8
CVSS Temporal Score: See: https://exchange.xforce.ibmcloud.com/vulnerabilities/241077 for the current score.
CVSS Vector: (CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H)
CVEID: CVE-2022-40897
DESCRIPTION: Pypa Setuptools is vulnerable to a denial of service, caused by improper input validation. By sending request with a specially crafted regular expression, an remote attacker could exploit this vulnerability to cause a denial of service.
CVSS Base score: 5.9
CVSS Temporal Score: See: https://exchange.xforce.ibmcloud.com/vulnerabilities/243028 for the current score.
CVSS Vector: (CVSS:3.0/AV:N/AC:H/PR:N/UI:N/S:U/C:N/I:N/A:H)
CVEID: CVE-2022-40898
DESCRIPTION: Python Packaging Authority (PyPA) Wheel is vulnerable to a denial of service. A remote attacker could exploit this vulnerability using the WHEEL_INFO_RE regular expression to cause a denial of service.
CVSS Base score: 7.5
CVSS Temporal Score: See: https://exchange.xforce.ibmcloud.com/vulnerabilities/243027 for the current score.
CVSS Vector: (CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H)
CVEID: CVE-2022-21797
DESCRIPTION: Joblib could allow a remote attacker to execute arbitrary code on the system, caused by the eval() statement in the pre_dispatch flag in Parallel() class. By sending a specially-crafted request, an attacker could exploit this vulnerability to execute arbitrary code on the system.
CVSS Base score: 7.3
CVSS Temporal Score: See: https://exchange.xforce.ibmcloud.com/vulnerabilities/237150 for the current score.
CVSS Vector: (CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:L/I:L/A:L)
CVEID: CVE-2023-25666
DESCRIPTION: TensorFlow is vulnerable to a denial of service, caused by a floating point exception in AudioSpectrogram. A remote attacker could exploit this vulnerability to cause a denial of service.
CVSS Base score: 7.5
CVSS Temporal Score: See: https://exchange.xforce.ibmcloud.com/vulnerabilities/251012 for the current score.
CVSS Vector: (CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H)
CVEID: CVE-2023-28708
DESCRIPTION: Apache Tomcat could allow a remote attacker to obtain sensitive information, caused by the missing of secure attribute in some configurations for JSESSIONID Cookie when using the RemoteIpFilter. By sniffing the network traffic, an attacker could exploit this vulnerability to obtain session cookie information, and use this information to launch further attacks against the affected system.
CVSS Base score: 7.5
CVSS Temporal Score: See: https://exchange.xforce.ibmcloud.com/vulnerabilities/250740 for the current score.
CVSS Vector: (CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:N/A:N)
Affected Products and Versions
Affected Product(s) | Version(s) |
Watson Machine Learning Accelerator on Cloud Pak for Data | 3.3.0 |
Watson Machine Learning Accelerator on Cloud Pak for Data | 3.4.0 |
Watson Machine Learning Accelerator on Cloud Pak for Data | 3.5.0 |
Remediation/Fixes
Upgrade Watson Machine Learning Accelerator on Cloud Pak for Data to the version 4.0 and up by following the end user document https://www.ibm.com/docs/en/cloud-paks/cp-data/4.8.x?topic=upgrading.
Workarounds and Mitigations
None
Get Notified about Future Security Bulletins
References
Acknowledgement
Change History
12 Dec 2023: Initial Publication
*The CVSS Environment Score is customer environment specific and will ultimately impact the Overall CVSS Score. Customers can evaluate the impact of this vulnerability in their environments by accessing the links in the Reference section of this Security Bulletin.
Disclaimer
According to the Forum of Incident Response and Security Teams (FIRST), the Common Vulnerability Scoring System (CVSS) is an "industry open standard designed to convey vulnerability severity and help to determine urgency and priority of response." IBM PROVIDES THE CVSS SCORES ""AS IS"" WITHOUT WARRANTY OF ANY KIND, INCLUDING THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE. CUSTOMERS ARE RESPONSIBLE FOR ASSESSING THE IMPACT OF ANY ACTUAL OR POTENTIAL SECURITY VULNERABILITY. In addition to other efforts to address potential vulnerabilities, IBM periodically updates the record of components contained in our product offerings. As part of that effort, if IBM identifies previously unidentified packages in a product/service inventory, we address relevant vulnerabilities regardless of CVE date. Inclusion of an older CVEID does not demonstrate that the referenced product has been used by IBM since that date, nor that IBM was aware of a vulnerability as of that date. We are making clients aware of relevant vulnerabilities as we become aware of them. "Affected Products and Versions" referenced in IBM Security Bulletins are intended to be only products and versions that are supported by IBM and have not passed their end-of-support or warranty date. Thus, failure to reference unsupported or extended-support products and versions in this Security Bulletin does not constitute a determination by IBM that they are unaffected by the vulnerability. Reference to one or more unsupported versions in this Security Bulletin shall not create an obligation for IBM to provide fixes for any unsupported or extended-support products or versions.
Document Location
Worldwide
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Document Information
Modified date:
12 December 2023
UID
ibm17095702